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1.
J Pharm Sci ; 110(5): 2262-2273, 2021 05.
Article in English | MEDLINE | ID: mdl-33476657

ABSTRACT

Recently, protein-facilitated uptake has been suggested to be an important factor in the precise prediction of the pharmacokinetic (PK) profiles of drugs. In our previous study, a physiologically-based pharmacokinetic (PBPK) approach considering the mechanism of albumin-mediated hepatic uptake was developed for predicting human PK profiles. It was assumed that drugs affected by albumin-mediated hepatic uptake would bind only to albumin, which means that there would be over-estimation of the contribution of protein-facilitated uptake for a drug that could bind to multiple proteins. In this study, we developed a method that can evaluate the albumin binding fraction in plasma considering the affinity for other proteins. Based on the albumin binding fraction, the contribution of albumin-mediated hepatic uptake was theoretically estimated, and then the human PK profiles were predicted by our proposed PBPK approach incorporating this mechanism. As a result, the predicted human PK profiles agreed well with the observed ones, and the absolute average fold error of PK parameters was almost within a 1.5-fold error on average. These findings show the importance of considering protein-facilitated uptake and also suggest that our proposed PBPK approach can be useful in scientific discussions with regulatory authorities.


Subject(s)
Models, Biological , Pharmaceutical Preparations , Albumins/metabolism , Biological Transport , Humans , Liver/metabolism , Pharmaceutical Preparations/metabolism , Pharmacokinetics
2.
J Pharm Sci ; 109(7): 2345-2355, 2020 07.
Article in English | MEDLINE | ID: mdl-32283068

ABSTRACT

Proper prediction of human pharmacokinetic (PK) profiles can accelerate the compound selection in drug discovery. Recently, we reported a robust bottom-up physiologically-based pharmacokinetic (PBPK) approach (J Pharm Sci. 2019 Aug; 108(8):2718-2727), which uses the in vivo rat distribution volume at the steady state (Vss) to determine human tissue-to-plasma partition coefficients (Kptissue). Here, we report on a bottom-up PBPK approach that can simulate the PK profile with both high-throughput and high-predictive accuracy only using in vitro data. In this study, as an alternative parameter of in vivo rat Vss which was used for the correction of human Kptissue, Vss, in vitro was obtained from protein binding data in rats, and the values of Vss, in vitro for 31 reference compounds showed good correlation with the observed rat Vss (R2 = 0.859). Next, rat and human PK profiles of reference compounds were predicted by the bottom-up PBPK approach using Kptissue corrected by rat Vss, in vitro. As a result, the absolute average fold errors for pharmacokinetic parameters were almost less than 2, showing that these PK profiles could be accurately predicted using in vitro data. This method enables the screening of promising compounds with good PK profiles in humans at an early stage of drug discovery.


Subject(s)
Models, Biological , Plasma , Animals , Drug Discovery , Humans , Physical Phenomena , Protein Binding , Rats
3.
J Pharm Sci ; 109(4): 1605-1614, 2020 04.
Article in English | MEDLINE | ID: mdl-31884012

ABSTRACT

None of the physiologically based pharmacokinetic (PBPK) approaches using preclinical data show high predictability of human pharmacokinetic (PK) profiles for drugs affected by the intestinal first-pass effect. Here we report a novel PBPK approach that incorporated the findings of a permeation study using human induced pluripotent stem cell-derived intestinal epithelial cells (hiPSC-IECs) to predict human PK profiles after oral administration of drugs. In hiPSC-IECs, gene expression levels of cytochrome P450 3A4 (CYP3A4) and P-glycoprotein (P-gp) are enhanced by rifampicin and 1,25-dihydroxyvitamin D3. The permeability of 24 drugs (10 test drugs and 14 reference drugs), including CYP3A4 and P-gp substrates, correlated highly with gastrointestinal availability (Fa × Fg), and could be converted to the apparent absorption rate constant (ka, app) based on the correlation between Fa × Fg and in vivo ka of 27 drugs. The ka, app was input into the PBPK model which contained the optimized calculation processes of metabolism and tissue distribution. The absolute average fold error of PK parameters such as maximum plasma concentration and bioavailability for test drugs was less than 2, suggesting that human PK profiles could be predicted with high accuracy. Our robust PBPK approach enables quick decision-making in drug discovery based on human PK profiles.


Subject(s)
Induced Pluripotent Stem Cells , Administration, Oral , Computer Simulation , Epithelial Cells , Humans , Models, Biological , Pharmacokinetics
4.
J Pharm Sci ; 108(8): 2718-2727, 2019 08.
Article in English | MEDLINE | ID: mdl-30876861

ABSTRACT

The physiologically based pharmacokinetics (PBPK) model is a major mechanistic approach for predicting human pharmacokinetics (PK) using drug-specific and physiological parameters but has been difficult to use for human PK prediction with acceptable accuracy. Here, we report a newly developed PBPK approach that incorporates the mechanism of albumin-mediated membrane penetration in the liver and interspecies correlation for unbound tissue fractions. To verify the utility of our PBPK approach, we used 12 drugs that are mainly eliminated by hepatic metabolism to compare the prediction accuracy with a conventional PBPK approach and to observe human PK parameters. We found the predictive accuracy for total clearance (CLtot), distribution volume at the steady state (Vss), elimination half-life (t1/2), and plasma concentration at the last measurable time point (Clast) of our PBPK approach to show better absolute average fold error and percentage within 2-fold error (1.6-1.8 and 67%-92%, respectively) compared with values obtained from the conventional PBPK approach (2.1-2.4 and 42%-67%, respectively). As our approach can use parameters obtained in early drug screening, it could help accelerate successful nomination of drug candidates by optimizing the pharmacokinetics of new chemical entities by directly using predicted human PK profiles.


Subject(s)
Albumins/metabolism , Liver/metabolism , Models, Biological , Pharmacokinetics , Cell Membrane/metabolism , Humans , Metabolic Clearance Rate , Pharmaceutical Preparations/blood , Pharmaceutical Preparations/metabolism
5.
Biopharm Drug Dispos ; 37(6): 373-8, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27379984

ABSTRACT

1-Aminobenzotriazole (ABT) is a well-known in vivo nonspecific inhibitor of cytochrome P450 (CYP) enzymes. An effective dosing regimen of ABT for a multiple-administration study is needed to conduct pharmacological studies for proof-of-concept, although it has been established for single-administration study, to characterize the pharmacokinetics of drug candidates. This study demonstrated a suitable dosing vehicle of ABT for continuous administration and increased exposure to antipyrine, which is a nonspecific probe of CYP, using ABT for a long period in mice. The dosing vehicle of ABT was 0.5% (w/v) hydroxypropyl methylcellulose and 0.5% (v/v) Tween 80 in N,N-dimethylacetamide/20% hydroxypropyl-ß-cyclodextrin aqueous solution (2:8, v/v) based on the duration of apparent solubility. After implantation of an ALZET osmotic pump with ABT, the plasma concentrations of ABT were maintained at more than 4.1 µg/ml over 336 h. Compared with the vehicle group, the CLtot of antipyrine with ABT decreased to approximately one-fourth, and the BA of antipyrine with ABT increased up to 3-fold. In addition, the enhancement of exposure of antipyrine by ABT was maintained over the 336 h. The body weight, food consumption and hematological parameters of mice did not change with ABT administration for 16 days. These findings demonstrated that pretreatment of ABT can increase long-term exposure using continuous administration with the ALZET osmotic pump in mice with no overt toxicity. It is concluded that the in vivo use of 1-aminobenzotriazole can be applied to pharmacological studies for proof-of-concept, thus contributing to the selection of drug candidates at an early drug discovery stage. Copyright © 2016 John Wiley & Sons, Ltd.


Subject(s)
Antipyrine/pharmacokinetics , Cytochrome P-450 Enzyme Inhibitors/pharmacology , Triazoles/pharmacology , Animals , Antipyrine/administration & dosage , Antipyrine/blood , Antipyrine/pharmacology , Cytochrome P-450 Enzyme Inhibitors/administration & dosage , Cytochrome P-450 Enzyme Inhibitors/blood , Cytochrome P-450 Enzyme Inhibitors/pharmacokinetics , Male , Mice, Inbred C57BL , Osmosis , Triazoles/administration & dosage , Triazoles/blood , Triazoles/pharmacokinetics
6.
J Pharmacol Exp Ther ; 357(2): 320-30, 2016 May.
Article in English | MEDLINE | ID: mdl-26907624

ABSTRACT

TriantennaryN-acetyl galactosamine (GalNAc, GN3) and lipophilic ligands such as cholesterol andα-tocopherol conjugations dramatically improve the distribution and efficacy of second-generation antisense oligonucleotides (ASOs) in the whole liver. To characterize ligands for delivery to liver cells based on pharmacokinetics and efficacy, we used a locked nucleic acid gapmer of ASO targeting apolipoprotein B as a model compound and evaluated the amount of ASO and apolipoprotein B mRNA in the whole liver, hepatocytes, and nonparenchymal (NP) cells as well as plasma total cholesterol after administration of ASO conjugated with these ligands to mice. Compared with unconjugated ASO, GN3 conjugation increased the amount (7-fold) and efficacy (more than 10-fold) of ASO in hepatocytes only and showed higher efficacy than the increased rate of the amount of ASO. On the other hand, lipophilic ligand conjugations led to increased delivery (3- to 5-fold) and efficacy (5-fold) of ASO to both hepatocytes and NP cells. GN3 and lipophilic ligand conjugations increased the area under the curve of ASOs and the pharmacodynamic duration but did not change the half-life in hepatocytes and NP cells compared with unconjugated ASO. In the liver, the phosphodiester bond between ASO and these ligands was promptly cleaved to liberate unconjugated ASO. These ligand conjugations reduced plasma total cholesterol compared with unconjugated ASO, although these ASOs were well tolerated with no elevation in plasma transaminases. These findings could facilitate ligand selection tailored to liver cells expressed in disease-related genes and could contribute to the discovery and development of RNA interference-based therapy.


Subject(s)
Acetylgalactosamine/chemistry , Apolipoproteins B/drug effects , Hepatocytes/metabolism , Lipids/chemistry , Liver/metabolism , Oligonucleotides, Antisense/pharmacokinetics , RNA, Messenger/pharmacokinetics , Animals , Cholesterol/blood , Gene Transfer Techniques , Half-Life , Ligands , Male , Mice , Mice, Inbred C57BL , Oligonucleotides, Antisense/administration & dosage , Oligonucleotides, Antisense/chemistry , RNA Interference , RNA, Messenger/administration & dosage , RNA, Messenger/chemistry , Transaminases/metabolism
7.
Biol Pharm Bull ; 36(3): 452-61, 2013.
Article in English | MEDLINE | ID: mdl-23449330

ABSTRACT

Uridine diphosphate (UDP)-glucuronosyltransferase 1A1 (UGT1A1) plays important roles in the glucuronidation of various drugs and endogenous substances. Minipigs have been used as experimental animals in pharmacological and toxicological studies, because many of their physiological characteristics are similar to those of humans. In this study, the similarities and differences in enzymatic properties of UGT1A1 between humans and minipigs were precisely identified. Minipig UGT1A1 (mpUGT1A1) cDNA was firstly cloned by the rapid amplification of cDNA ends (RACE) method, and the corresponding protein as well as human UGT1A1 (hUGT1A1) enzyme was expressed in insect cells. Then the kinetics of estradiol at 3-hydroxy position (E-3OH) and 7-ethyl-10-hydroxycamptothecin (SN-38) glucuronidation by recombinant UGT1A1s as well as human and minipig liver microsomes were analyzed. The homology between mpUGT1A1 and hUGT1A1 at the amino acid level was 80.9%. E-3OH and SN-38 glucuronidation by recombinant hUGT1A1 and mpUGT1A1 showed allosteric sigmoidal kinetics. The CL value (29.1 µL/min/mg protein) for E-3OH glucuronidation of mpUGT1A1 was significantly higher (1.4-fold) than that of hUGT1A1, whereas the CL value (0.83 µL/min/mg protein) for SN-38 glucuronidation was significantly lower (27%) than that of hUGT1A1; however, the kinetic models and parameter levels for E-3OH and SN-38 glucuronidation by human and minipig liver microsomes did not parallel those in the respective species. These findings suggest that the enzymatic properties of UGT1A1 are considerably different between humans and minipigs. The information on species differences in UGT1A1 function gained in this study should help with in vivo extrapolation of xenobiotic metabolism and toxicity.


Subject(s)
Glucuronosyltransferase/physiology , Amino Acid Sequence , Animals , Base Sequence , Camptothecin/analogs & derivatives , Camptothecin/metabolism , Cloning, Molecular , DNA, Complementary/genetics , Glucuronides/metabolism , Glucuronosyltransferase/chemistry , Glucuronosyltransferase/genetics , Humans , Male , Molecular Sequence Data , Substrate Specificity , Swine , Swine, Miniature
8.
Biochem Pharmacol ; 85(8): 1182-94, 2013 Apr 15.
Article in English | MEDLINE | ID: mdl-23395694

ABSTRACT

The common marmoset is a promising species for evaluating the safety of drug candidates. To further understand the capacity for drug metabolism in marmosets, a cDNA encoding a CYP2B enzyme was cloned from the total RNA fraction of marmoset liver by 3'- and 5'-RACE methods. Nucleotide and deduced amino acid sequences showed 90.8 and 86.2% identity, respectively, with human CYP2B6. The marmoset CYP2B6 (marCYP2B6) protein was expressed in insect cells, and its enzymatic properties were compared with those of human (humCYP2B6) and cynomolgus monkey (cynCYP2B6) orthologs in liver and insect cell microsomes. Enzymatic functions were examined for the oxidation of 7-ethoxy-4-(trifluoromethyl)coumarin (7-ETC), bupropion (BUP) and efavirenz (EFV). The kinetic profiles for the oxidation of the three substrates by liver microsomal fractions were similar between humans and cynomolgus monkeys (biphasic for 7-ETC and monophasic for BUP and EFV), but that of marmosets was unique (monophasic for 7-ETC and biphasic for BUP and EFV). Recombinant enzymes, humCYP2B6 and cynCYP2B6, also yielded similar kinetic profiles for the oxidation of the three substrates, whereas marCYP2B6 showed activity only for 7-ETC hydroxylation. In silico docking simulations suggested that two amino acid residues, Val-114 and Leu-367, affect the activity of marCYP2B6. In fact, a marCYP2B6 mutant with substitutions V114I and L367V exhibited BUP hydroxylase activity that was 4-fold higher than that of humCYP2B6, while its EFV 8-hydroxylase activity was only 10% that of the human enzyme. These results indicate that the amino acids at positions 114 and 367 affect the enzymatic capacity of marmoset CYP2B6.


Subject(s)
Aryl Hydrocarbon Hydroxylases/genetics , Aryl Hydrocarbon Hydroxylases/physiology , Oxidoreductases, N-Demethylating/genetics , Oxidoreductases, N-Demethylating/physiology , Alkynes , Amino Acid Sequence , Animals , Aryl Hydrocarbon Hydroxylases/chemistry , Base Sequence , Benzoxazines/metabolism , Bupropion/metabolism , Callithrix , Cloning, Molecular , Cyclopropanes , Cytochrome P-450 CYP2B6 , Humans , Hydroxylation , Insecta , Macaca fascicularis , Microsomes, Liver/metabolism , Molecular Sequence Data , Oxidoreductases, N-Demethylating/chemistry , Structure-Activity Relationship
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